IEEE - Institute of Electrical and Electronics Engineers, Inc. - Acceleration of sequence kernel computation for real-time speaker identification

ICASSP 2010 - 2010 IEEE International Conference on Acoustics, Speech and Signal Processing

Author(s): Yamada, M. ; Sugiyama, M. ; Wichern, G. ; Matsui, T.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 March 2010
Conference Location: Dallas, TX, USA, USA
Conference Date: 14 March 2010
Page(s): 1,626 - 1,629
ISBN (CD): 978-1-4244-4296-6
ISBN (Paper): 978-1-4244-4295-9
ISSN (CD): 1520-6149
ISSN (Paper): 1520-6149
DOI: 10.1109/ICASSP.2010.5495542
Regular:

The sequence kernel has been shown to be a promising kernel function for learning from sequential data such as speech and DNA. However, it is not scalable to massive datasets due to its high... View More

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